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Big data : 10th CCF Conference, BigData 2022, Chengdu, China, November 18-20, 2022, proceedings / / Tianrui Li [and seven others] editors
| Big data : 10th CCF Conference, BigData 2022, Chengdu, China, November 18-20, 2022, proceedings / / Tianrui Li [and seven others] editors |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (150 pages) |
| Disciplina | 006.3 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Artificial intelligence
Big data |
| ISBN | 981-19-8331-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Searching Similar Trajectories Based on Shape -- 1 Introduction -- 2 Preliminaries -- 3 Align-Based Trajectory Match -- 3.1 Trajectory Preprocessing -- 3.2 Align-Based Trajectory Match -- 3.3 Distance Calculation -- 4 Symbolic Trajectory Match -- 4.1 Symbolic Representation for Trajectory -- 4.2 Symbol Distance Calculation -- 4.3 Multiple Balanced Symbol Trajectory -- 4.4 Query Processing -- 5 Experimental Study -- 5.1 Experiment Setup -- 5.2 Experiment Results -- 6 Related Work -- 6.1 Trajectory Similarity Measurement -- 6.2 Symbolic Representation -- 7 Conclusion -- References -- Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN -- 1 Introduction -- 2 Related Works -- 2.1 Generative Adversarial Networks -- 2.2 Semantic Discovery for GANs -- 2.3 Disentanglement Learning with Orthogonal Regularization -- 3 Methods -- 3.1 Overview -- 3.2 Layer-Wise Semantic Discovering Model -- 3.3 Orthogonal Jacobian Regularization -- 4 Experiments -- 4.1 Experiment Settings -- 4.2 Non-trivial Visual Effects -- 4.3 Comparison -- 4.4 Ablation Studies -- 5 Conclusion -- References -- ASNN: Accelerated Searching for Natural Neighbors -- 1 Introduction -- 2 Related Work -- 2.1 K-Nearest Neighbor -- 2.2 Reverse k-Nearest Neighbor -- 2.3 Natural Neighbor -- 3 Proposed Method -- 3.1 Motivation and Theory -- 3.2 Accelerated Search of Natural Neighbors Algorithm -- 3.3 Complexity Analysis -- 4 Experimental Evaluation -- 4.1 Results on Synthetic Datasets -- 4.2 Results on Real-World Datasets -- 5 Conclusions -- References -- A Recommendation Algorithm for Auto Parts Based on Knowledge Graph and Convolutional Neural Network -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Knowledge Graph -- 3.2 KGCNUI Layer -- 3.3 Learning Algorithm -- 4 Experiment -- 4.1 Datasets.
4.2 Baselines -- 4.3 Experiments Setup -- 4.4 Results -- 5 Conclusion -- References -- Identifying Urban Functional Regions by LDA Topic Model with POI Data -- 1 Introduction -- 2 Related Works -- 3 Region Functions Based on LDA Topic Model -- 3.1 Problem Statement -- 3.2 Embedded Representation of Blocks -- 3.3 Functional Region Identification -- 4 Experiment -- 4.1 Experimental Settings -- 4.2 Experimental Results and Analysis -- 5 Conclusion -- References -- A Data-to-Text Generation Model with Deduplicated Content Planning -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 3.1 Word Embedding -- 3.2 Content Planning -- 3.3 Text Generation -- 3.4 Training and Inference -- 4 Experiment -- 4.1 Dataset -- 4.2 Training Configuration -- 5 Conclusion -- References -- Clustering-Enhanced Knowledge Graph Embedding -- 1 Introduction -- 2 Related Work -- 3 Problem Description -- 4 Methodology -- 4.1 KGE Models with Shared Cluster Embeddings -- 4.2 Loss Function -- 5 Experiment -- 5.1 Data Sets -- 5.2 Baseline -- 5.3 Link Prediction -- 5.4 Triplet Classification -- 6 Conclusion -- Appendix A Model parameters -- References -- FCI: Feature Cross and User Interest Network -- 1 Introduction -- 2 Related Work -- 2.1 Feature Cross Mining -- 2.2 User Behavior Sequence Mining -- 3 Our Approach -- 3.1 Problem Statement -- 3.2 Input and Output -- 3.3 Model Structure -- 3.4 Output Layer -- 3.5 Complexity Analysis -- 4 Experiment -- 4.1 Data Set -- 4.2 Evaluation Metrics -- 4.3 Model Training Details -- 4.4 Hyperparameter Settings -- 4.5 Experimental Comparison -- 4.6 Ablation Experiment -- 5 Conclusion -- References -- Author Index. |
| Record Nr. | UNISA-996499854603316 |
| Singapore : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Big Data : 10th CCF Conference, BigData 2022, Chengdu, China, November 18–20, 2022, Proceedings / / edited by Tianrui Li, Rui Mao, Guoyin Wang, Fei Teng, Lei Zhang, Li Wang, Laizhong Cui, Jie Hu
| Big Data : 10th CCF Conference, BigData 2022, Chengdu, China, November 18–20, 2022, Proceedings / / edited by Tianrui Li, Rui Mao, Guoyin Wang, Fei Teng, Lei Zhang, Li Wang, Laizhong Cui, Jie Hu |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (150 pages) |
| Disciplina | 006.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Data mining Image processing - Digital techniques Computer vision Information technology - Management Artificial Intelligence Data Mining and Knowledge Discovery Computer Imaging, Vision, Pattern Recognition and Graphics Computer Application in Administrative Data Processing |
| ISBN | 981-19-8331-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Searching Similar Trajectories Based on Shape -- Unsupervised Discovery of Disentangled Interpretable Directions for Layer-wise GAN -- ASNN: Accelerated Searching for Natural Neighbors -- ASNN: Accelerated Searching for Natural Neighbors -- ASNN: Accelerated Searching for Natural Neighbors -- A Data-to-Text Generation Model with Deduplicated Content Planning Searching Similar Trajectories Based on Shape -- Clustering-Enhanced Knowledge Graph Embedding -- FCI:Feature Cross and User Interest Network. |
| Record Nr. | UNINA-9910632490403321 |
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Foundations and applications of intelligent systems : proceedings of the seventh International Conference on Intelligent Systems and Knowledge Engineering, Beijing, China, Dec. 2012 (ISKE 2012) / / Fuchun Sun, Tianrui Li, Hongbo Li, editors
| Foundations and applications of intelligent systems : proceedings of the seventh International Conference on Intelligent Systems and Knowledge Engineering, Beijing, China, Dec. 2012 (ISKE 2012) / / Fuchun Sun, Tianrui Li, Hongbo Li, editors |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Heidelberg, Germany : , : Springer, , 2014 |
| Descrizione fisica | 1 online resource (xix, 802 pages) : illustrations (chiefly color) |
| Disciplina | 006.312 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico | Artificial intelligence |
| ISBN | 3-642-37829-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface; Organizing Committee; Sponsors; Contents; 1 The Incremental Updating Method for Core Computing Based on Information Entropy in Set-Valued Ordered Information Systems; Abstract; 1...Introduction; 2...Preliminaries; 2.1 Set-Valued Ordered Information Systems; 2.2 The Attribute Core in SOIS from the Information View; 3...Principles for Incrementally Updating Core in SOIS Based on Information Entropy; 3.1 Insertion of a New Object; 3.2 Deletion of an Object; 4...A Illustrate Example; 5...Conclusion; Acknowledgments; References; 2 An Algebraic Analysis for Binary Intuitionistic L-Fuzzy Relations
Abstract1...Introduction; 2...Preliminaries; 3...The Arithmetical Properties of {\mathfrak{ILFR}} (U \times U); 4...Conclusion; Acknowledgments; References; 3 An Improved Classification Method Based on Random Forest for Medical Image; Abstract; 1...Introduction; 2...Medical Image Preprocessing; 3...Improved Classification Algorithm Based on Random Forest; 3.1 The Evaluation of Random Forest; 3.2 The ROC Curve Performance Regions; 3.3 The Bounds of ROC; 3.4 The Procession of IRFA; 4...Experiment and Analysis; 5...Conclusion; Acknowledgments; References 4 IdeaGraph: Turning Data into Human Insights for Collective IntelligenceAbstract; 1...Introduction; 2...A Review of KeyGraph Algorithm; 3...The Limitation of KeyGraph; 4...IdeaGraph: A New Algorithm to Obtain Improved Insights; 5...Experimental Evaluation; 5.1 Experimental Design; 5.2 Results' Evaluation; 6...Conclusion; Acknowledgments; References; 5 A General Hierarchy-Set-Based Indoor Location Modeling Approach; Abstract; 1...Introduction; 2...Overview of Location Modeling; 2.1 Location-Based Services; 2.2 Position Query; 2.3 Nearest Service Query; 2.4 Navigation Query; 2.5 Range Query 2.6 Location Semantics2.7 Topology Relation Semantics; 2.8 Distance Semantics; 2.9 Existing Location Modeling Approach; 3...Combined Hierarchy-Set Model for Indoor Locations; 3.1 Building Hierarchy Tree Model of Location; 3.2 Distance Identification Between Indoor Locations; 3.3 Set-Based Model; 3.4 A Path Planning Algorithm; 4...A Complete Example: Modeling an Indoor School Hospital; 5...Conclusion and Future Work; References; 6 Acquisition of Class Attributes Based on Chinese Online Encyclopedia and Association Rule Mining; Abstract; 1Introduction; 2Background; 3Class Attributes Extraction Method 3.1 Process of Class Attribute Extraction3.2 Frequent Patterns Mining; 3.3 Association Analysis; 3.4 Extraction of Candidate Attribute Words; 3.5 Acquisition of Uniform Attribute Names; 4Experimental Results; 4.1 Data Set; 4.2 Experiment on Extraction of Patterns; 4.3 Experiment on Association Analysis; 4.4 Experiment on Acquisition of Uniform Attribute Names; 5Conclusion; Acknowledgments; A.x(118). Appendix: Number of Extracted Attributes and Examples of Attributes Over Target Classes; References; 7 A Delivery Time Computational Model for Pervasive Computing in Satellite Networks; Abstract 1...Introduction |
| Record Nr. | UNINA-9910299734303321 |
| Heidelberg, Germany : , : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Foundations of Intelligent Systems : Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE 2013) / / edited by Zhenkun Wen, Tianrui Li
| Foundations of Intelligent Systems : Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE 2013) / / edited by Zhenkun Wen, Tianrui Li |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (1153 p.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Data mining Artificial intelligence Signal processing Image processing Speech processing systems Application software Information storage and retrieval Computational Intelligence Data Mining and Knowledge Discovery Artificial Intelligence Signal, Image and Speech Processing Information Systems Applications (incl. Internet) Information Storage and Retrieval |
| ISBN | 3-642-54924-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations of Intelligent Systems -- Knowledge Engineering and Management -- Practical Applications and Systems. |
| Record Nr. | UNINA-9910299465103321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Knowledge Engineering and Management : Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE 2013) / / edited by Zhenkun Wen, Tianrui Li
| Knowledge Engineering and Management : Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE 2013) / / edited by Zhenkun Wen, Tianrui Li |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (402 p.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Data mining Artificial intelligence Signal processing Image processing Speech processing systems Application software Information storage and retrieval Computational Intelligence Data Mining and Knowledge Discovery Artificial Intelligence Signal, Image and Speech Processing Information Systems Applications (incl. Internet) Information Storage and Retrieval |
| ISBN | 3-642-54930-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations of Intelligent Systems -- Knowledge Engineering and Management -- Practical Applications and Systems. |
| Record Nr. | UNINA-9910299744103321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Knowledge engineering and management : proceeding of the seventh International Conference on Intelligent Systems and Knowledge Engineering, Beijing, China, Dec. 2012 (ISKE 2012) / / Fuchun Sun, Tianrui Li, Hongbo Li
| Knowledge engineering and management : proceeding of the seventh International Conference on Intelligent Systems and Knowledge Engineering, Beijing, China, Dec. 2012 (ISKE 2012) / / Fuchun Sun, Tianrui Li, Hongbo Li |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | New York, : Springer, 2013 |
| Descrizione fisica | 1 online resource (xix, 720 pages) : illustrations (some color) |
| Disciplina |
006.3
006.33 |
| Altri autori (Persone) |
SunFuchun
LiTianrui LiHongbo |
| Collana | Advances in intelligent systems and computing |
| Soggetto topico | Artificial intelligence |
| ISBN | 3-642-37832-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Preface""; ""Organizing Committee""; ""Contents""; ""1 Function Set-Valued Information Systems""; ""Abstract""; ""1�Introduction""; ""2�Preliminary""; ""3�Function Set-Valued Information Systems""; ""4�Conclusions""; ""References""; ""2 Neutrality in Bipolar Structures""; ""Abstract""; ""1�Introduction""; ""2�Building Type I Bipolar Fuzzy Sets""; ""3�Building Type II Bipolar Fuzzy Sets""; ""4�Building Type III Bipolar Fuzzy Sets""; ""5�Building General Bipolarities""; ""6�Conclusion""; ""Acknowledgments""; ""References""
""3 Multirate Multisensor Data Fusion Algorithm for State Estimation with Cross-Correlated Noises""""Abstract""; ""1�Introduction""; ""2�Problem Formulation""; ""3�Optimal State Estimation Algorithm""; ""4�Simulation""; ""5�Conclusion""; ""Acknowledgments""; ""References""; ""4 Task Based System Load Balancing Approach in Cloud Environments""; ""Abstract""; ""1�Introduction""; ""2�Related Works for VM Migration""; ""3�A Conceptual Model and Main Algorithm for Task Based System Load Balancing""; ""4�A Multi Objective Genetic Algorithm"" ""5�An Algorithm for Solving Multi-Objective Tasks Migration Problem Using MOGA""""6�Evaluation""; ""7�Conclusion and Future Work""; ""References""; ""5 Accurate Computation of Fingerprint Intrinsic Images with PDE-Based Regularization""; ""Abstract""; ""1�Introduction""; ""2�Coarse Intrinsic Images Computation""; ""2.1 Orientation Field""; ""2.2 Frequency Map""; ""2.3 Quality Map and Segmentation Map""; ""3�PDE-based Regularization""; ""4�Experimental Results""; ""5�Conclusion""; ""Acknowledgments""; ""References"" ""6 A Context Ontology Modeling and Uncertain Reasoning Approach Based on Certainty Factor for Context-Aware Computing""""Abstract""; ""1�Introduction""; ""2�Overview of the Context-Aware System""; ""3�Context Model""; ""3.1 Ontology-Based Model""; ""3.2 Ontology Model Based on Certainty Factor""; ""4�Context Reasoning""; ""4.1 Setting of Weights""; ""4.2 Uncertain Reasoning Process Description""; ""5�Case Study""; ""5.1 Reasoning Model of Uncertain Context""; ""5.2 Application of Uncertain Reasoning""; ""6�Conclusion""; ""References"" ""7 Research on Mental Coefficient of a Multi-Agent Negotiation Model""""Abstract""; ""1�Introduction""; ""2�Multi-Agent Cooperation Model""; ""2.1 Negotiation Process""; ""2.2 Definition and Update Agents� Mental Coefficient""; ""2.3 Definition of Acquaintance Model and its Sort Management""; ""2.3.1 The Concept of Acquaintance Coalition""; ""2.3.2 Classify Acquaintance Coalition""; ""2.3.3 The Management of Acquaintance Coalition""; ""2.4 Bidding and Decision Function""; ""2.4.1 Bidding Document""; ""2.4.2 Bidding Decision Function""; ""2.4.3 Win the Bidding Decision Function"" ""3�MACMMS Algorithm"" |
| Record Nr. | UNINA-9910299727603321 |
| New York, : Springer, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Practical Applications of Intelligent Systems : Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE 2013) / / edited by Zhenkun Wen, Tianrui Li
| Practical Applications of Intelligent Systems : Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE 2013) / / edited by Zhenkun Wen, Tianrui Li |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (1132 p.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Data mining Artificial intelligence Signal processing Image processing Speech processing systems Application software Information storage and retrieval Computational Intelligence Data Mining and Knowledge Discovery Artificial Intelligence Signal, Image and Speech Processing Information Systems Applications (incl. Internet) Information Storage and Retrieval |
| ISBN | 3-642-54927-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations of Intelligent Systems -- Knowledge Engineering and Management -- Practical Applications and Systems. |
| Record Nr. | UNINA-9910299464303321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Proceedings 2008 3rd international conference on intelligent system and knowledge engineering : Nov. 17-19, 2008, Xiamen, China
| Proceedings 2008 3rd international conference on intelligent system and knowledge engineering : Nov. 17-19, 2008, Xiamen, China |
| Pubbl/distr/stampa | [Place of publication not identified], : IEEE Press, 2008 |
| Soggetto topico |
Knowledge representation (Information theory) - Congresses
Intelligent control systems Engineering & Applied Sciences Computer Science |
| ISBN | 1-4244-2197-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996206569703316 |
| [Place of publication not identified], : IEEE Press, 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Proceedings 2008 3rd international conference on intelligent system and knowledge engineering : Nov. 17-19, 2008, Xiamen, China
| Proceedings 2008 3rd international conference on intelligent system and knowledge engineering : Nov. 17-19, 2008, Xiamen, China |
| Pubbl/distr/stampa | [Place of publication not identified], : IEEE Press, 2008 |
| Soggetto topico |
Knowledge representation (Information theory) - Congresses
Intelligent control systems Engineering & Applied Sciences Computer Science |
| ISBN | 1-4244-2197-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910138783303321 |
| [Place of publication not identified], : IEEE Press, 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Rough Sets [[electronic resource] ] : International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam, August 20-24, 2018, Proceedings / / edited by Hung Son Nguyen, Quang-Thuy Ha, Tianrui Li, Małgorzata Przybyła-Kasperek
| Rough Sets [[electronic resource] ] : International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam, August 20-24, 2018, Proceedings / / edited by Hung Son Nguyen, Quang-Thuy Ha, Tianrui Li, Małgorzata Przybyła-Kasperek |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XVIII, 660 p. 71 illus.) |
| Disciplina | 006.312 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Data mining
Mathematical logic Data Mining and Knowledge Discovery Mathematical Logic and Formal Languages |
| ISBN | 3-319-99368-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Core Rough Set Models and Methods -- Related Methods and Hybridization -- Areas of Applications. |
| Record Nr. | UNISA-996466455503316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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